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Core Methods

51,083 papers (8 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Representation Learning (22,308) Classification (15,497) Regression (5,281) Clustering (3,809) Embedding Learning (3,795) Metric Learning (2,938) Graph Neural Networks (1,211) Graphical Models (1,093) Feature Learning (891) Kernel Methods (795) Dimensionality Reduction (780) Interpretability (512) Feature Selection (511) Matrix Factorization (408) Ranking (315) Ensemble Methods (300) Support Vector Machine (295) Anomaly Detection (281) Sequence Modeling (244) Structured Prediction (237) Sequence Labeling (157) Topic Modeling (150) Sparse Coding (140) Matrix Completion (131) Neural Networks (114) Retrieval (105) Density Estimation (104) Estimation (83) Inference (56) Decision Tree (50) Feature Extraction (40) Model Selection (39) Prediction (35) Information Extraction (7)

Papers per year

4
51
357
966
4,853
5,823
2000
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Papers (including subtopics)

SketchMate: Deep Hashing for Million-Scale Human Sketch Retrieval CVPR 2018 Sliced Wasserstein Distance for Learning Gaussian Mixture Models CVPR 2018 Slot-Gated Modeling for Joint Slot Filling and Intent Prediction NAACL 2018 SMAC: Simultaneous Mapping and Clustering Using Spectral Decompositions ICML 2018 Smaller Text Classifiers with Discriminative Cluster Embeddings NAACL 2018 Small-Variance Asymptotics for Nonparametric Bayesian Overlapping Stochastic Blockmodels IJCAI 2018 SMHD: a Large-Scale Resource for Exploring Online Language Usage for Multiple Mental Health Conditions COLING 2018 Smooth Loss Functions for Deep Top-k Classification ICLR 2018 Snap ML: A Hierarchical Framework for Machine Learning NeurIPS 2018 SNU_IDS at SemEval-2018 Task 12: Sentence Encoder with Contextualized Vectors for Argument Reasoning Comprehension SemEval 2018 Social and Emotional Correlates of Capitalization on Twitter NAACL 2018 SocialNLP 2018 EmotionX Challenge Overview: Recognizing Emotions in Dialogues ACL 2018 Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation ACL 2018 Solving M-Modes in Loopy Graphs Using Tree Decompositions PGM 2018 Some of Them Can be Guessed! Exploring the Effect of Linguistic Context in Predicting Quantifiers ACL 2018 Somm: Into the Model EMNLP 2018 SO-Net: Self-Organizing Network for Point Cloud Analysis CVPR 2018 SoS-RSC: A Sum-of-Squares Polynomial Approach to Robustifying Subspace Clustering Algorithms CVPR 2018 Sparse and Constrained Attention for Neural Machine Translation ACL 2018 Sparse Concordance-assisted Learning for Optimal Treatment Decision JMLR 2018 Sparse Estimation in Ising Model via Penalized Monte Carlo Methods JMLR 2018 SParse: Koç University Graph-Based Parsing System for the CoNLL 2018 Shared Task CoNLL 2018 Sparse Learning in Gaussian Chain Graphs for State Space Models PGM 2018 Sparse Linear Isotonic Models AISTATS 2018 Sparse PCA from Sparse Linear Regression NeurIPS 2018